TY - JOUR
T1 - Micro artificial immune system for traffic light control
AU - Galvan-Correa, Raul
AU - Olguin-Carbajal, Mauricio
AU - Herrera-Lozada, Juan Carlos
AU - Sandoval-Gutierrez, Jacobo
AU - Serrano-Talamantes, José Félix
AU - Cadena-Martinez, Rodrigo
AU - Aquino-Ruíz, Carlos
N1 - Publisher Copyright:
© 2020 by the authors. Licensee MDPI, Basel, Switzerland.
PY - 2020/11/1
Y1 - 2020/11/1
N2 - A new bio-inspired meta-heuristic, called the micro artificial immune system (MAIS), has been developed in order to reduce the rates of pollution for a specific region of Mexico City through the optimization of vehicular flow. Simulation of urban mobility (SUMO) was used to simulate the effects of the programming of the traffic lights obtained by the MAIS. Currently, pollution and travel times from one place to another are increasing due to the number of inhabitants that live in big cities, which has generated a decrease in people’s quality of life. Hence, we propose the optimization of the programming of the sequences of traffic lights through this bio-inspired meta-heuristic. The obtained results show that the MAIS outperforms most of the algorithms tested in this research.
AB - A new bio-inspired meta-heuristic, called the micro artificial immune system (MAIS), has been developed in order to reduce the rates of pollution for a specific region of Mexico City through the optimization of vehicular flow. Simulation of urban mobility (SUMO) was used to simulate the effects of the programming of the traffic lights obtained by the MAIS. Currently, pollution and travel times from one place to another are increasing due to the number of inhabitants that live in big cities, which has generated a decrease in people’s quality of life. Hence, we propose the optimization of the programming of the sequences of traffic lights through this bio-inspired meta-heuristic. The obtained results show that the MAIS outperforms most of the algorithms tested in this research.
KW - Artificial immune system
KW - Control
KW - Micro-algorithms
KW - Mobility
KW - Traffic light
UR - http://www.scopus.com/inward/record.url?scp=85095821102&partnerID=8YFLogxK
U2 - 10.3390/app10217933
DO - 10.3390/app10217933
M3 - Artículo
AN - SCOPUS:85095821102
SN - 2076-3417
VL - 10
SP - 1
EP - 13
JO - Applied Sciences (Switzerland)
JF - Applied Sciences (Switzerland)
IS - 21
M1 - 7933
ER -